Google Cloud
Google Cloud Certified – Professional Data Engineer
PR000258
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Become a certified Professional Data Engineer with exam code PR000258 to validate your data engineering skills in Google Cloud.
486 questions
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Questions 201–210 of 486
You are configuring a template for Cloud Functions to process events. What happens if you incorrectly define the trigger?
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A
Function runs successfully
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B
Function will not execute
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C
Function executes with errors
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D
Function triggers too often
Explanation
An incorrect trigger means the function never runs, while other options incorrectly suggest execution.
Which Google Cloud service is best for real-time analytics?
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A
BigQuery
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B
Cloud Pub/Sub
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C
Dataflow
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D
Cloud Storage
Explanation
Dataflow is optimized for real-time stream processing, while BigQuery is more for batch analytics.
A company needs to store unstructured data at scale. Which option is most suitable?
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A
Cloud SQL
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B
Cloud Spanner
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C
Cloud Firestore
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D
Cloud Storage
Explanation
Cloud Storage is designed for scalable unstructured data, unlike SQL-based storage options.
What happens when you enable Cloud Run concurrency with value 1?
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A
One request at a time
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B
Multiple requests handled simultaneously
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C
Always scales to zero
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D
Increased resource usage
Explanation
Setting concurrency to 1 allows only one request to process at a time, ensuring dedicated resources per request.
Which service is best for real-time data processing?
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A
Cloud Pub/Sub
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B
Cloud Storage
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C
BigQuery
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D
Cloud Functions
Explanation
Cloud Pub/Sub is designed for real-time messaging, while others serve different purposes.
A company needs a data warehouse for analytics. Which Google Cloud product should they use?
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A
Cloud SQL
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B
BigQuery
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C
Cloud Spanner
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D
Firestore
Explanation
BigQuery is specifically built for data warehousing and analytics.
What happens when you apply a retention policy to a Cloud Storage bucket?
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A
Files are deleted immediately.
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B
Files are archived permanently.
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C
Files are deleted after a set period.
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D
No files can be uploaded.
Explanation
A retention policy deletes files after a specified retention duration.
Which Google Cloud service is specifically designed for managing real-time analytics on streaming data?
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A
Dataflow
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B
BigQuery
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C
Cloud Storage
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D
Cloud Functions
Explanation
Dataflow excels at processing streaming data, while BigQuery is optimized for large datasets using batch processing.
A company needs to run workloads requiring the lowest latency possible. Which Google Cloud storage option should they select?
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A
Cloud Storage Standard
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B
Persistent Disk
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C
Nearline Storage
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D
Coldline Storage
Explanation
Persistent Disk provides low-latency access compared to options like Coldline Storage, which is optimized for infrequent access.
You are configuring a Cloud Pub/Sub topic to ensure messages are delivered at least once. What setting should be adjusted?
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A
Message Retention Duration
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B
Subscription Acknowledgment Deadline
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C
Publish Rate Limit
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D
Message Filtering
Explanation
Adjusting the acknowledgment deadline ensures messages are re-delivered if not acknowledged.